Increased power by harmonizing structural MRI site differences with the ComBat batch adjustment method in ENIGMA

• Dimensional Associations Between Conduct Problems and Brain Structure Across 18 International Cohorts in ENIGMA

  2026 Journal of the American Academy of Child & Adolescent Psychiatry article Psychology Psychopathy, Forensic Psychiatry, Sexual Offending Open access

  2

  citations
• Regional brain morphology and current antidepressant use: findings from 32 international cohorts from the ENIGMA major depressive disorder working group

  2025 Molecular Psychiatry article Medicine Treatment of Major Depression Open access

  3

  citations
• Transdiagnostic alterations in white matter microstructure associated with suicidal thoughts and behaviours in the ENIGMA Suicidal Thoughts and Behaviours consortium

  2025 Translational Psychiatry article Psychology Suicide and Self-Harm Studies Open access

  1

  citations
• Image-based meta- and mega-analysis (IBMMA): A unified framework for large-scale, multi-site, neuroimaging data analysis

  2025 NeuroImage article Neuroscience Functional Brain Connectivity Studies Open access

  5

  citations
• Classification of major depressive disorder using vertex-wise brain sulcal depth, curvature, and thickness with a deep and a shallow learning model

  2025 Molecular Psychiatry article Medicine Treatment of Major Depression Open access

  4

  citations
• Consortium profile: the methylation, imaging and NeuroDevelopment (MIND) consortium

  2025 Molecular Psychiatry article Biochemistry, Genetics and Molecular Biology Epigenetics and DNA Methylation Open access

  5

  citations
• Neural correlates of human fear conditioning and sources of variability in 2199 individuals

  2025 Nature Communications article Neuroscience Memory and Neural Mechanisms Open access

  17

  citations
• Shared and Distinct Alterations in Brain Structure of Youth With Internalizing or Externalizing Disorders: Findings From the ENIGMA Antisocial Behavior, ADHD, Major Depressive Disorder, and Anxiety Working Groups

  2025 Biological Psychiatry article Psychology Child and Adolescent Psychosocial and Emotional Development Open access

  7

  citations
• Image-Based Meta- and Mega-Analysis (IBMMA): A Unified Framework for Large-Scale, Multi-Site, Neuroimaging Data Analysis

  2025 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

  1

  citations
• Transdiagnostic alterations in white matter microstructure associated with suicidal thoughts and behaviours in the ENIGMA Suicidal Thoughts and Behaviours consortium

  2024 medRxiv preprint Psychology Suicide and Self-Harm Studies Open access

  4

  citations
• Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures

  2024 Scientific Reports article Medicine Treatment of Major Depression Open access

  36

  citations
• Neuroimaging-based classification of PTSD using data-driven computational approaches: A multisite big data study from the ENIGMA-PGC PTSD consortium

  2023 NeuroImage article Psychology Posttraumatic Stress Disorder Research Open access

  22

  citations
• Structural brain alterations associated with suicidal thoughts and behaviors in young people: results from 21 international studies from the ENIGMA Suicidal Thoughts and Behaviours consortium

  2022 Molecular Psychiatry article Psychology Suicide and Self-Harm Studies Open access

  24

  citations
• A comparison of methods to harmonize cortical thickness measurements across scanners and sites

  2022 NeuroImage article Medicine Advanced MRI Techniques and Applications Open access

  52

  citations
• Remodeling of the Cortical Structural Connectome in Posttraumatic Stress Disorder: Results From the ENIGMA-PGC Posttraumatic Stress Disorder Consortium

  2022 Biological Psychiatry Cognitive Neuroscience and Neuroimaging article Psychology Posttraumatic Stress Disorder Research Open access

  11

  citations
• Structural brain alterations associated with suicidal thoughts and behaviors in young people: results across 21 international studies from the ENIGMA Suicidal Thoughts and Behaviours consortium

  2021 medRxiv preprint Psychology Suicide and Self-Harm Studies Open access

  0

  citations
• A Comparison of Methods to Harmonize Cortical Thickness Measurements Across Scanners and Sites

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Medicine Advanced MRI Techniques and Applications Open access

  10

  citations
• Subcortical volumes across the lifespan: Data from 18,605 healthy individuals aged 3–90 years

  2021 Human Brain Mapping article Neuroscience Functional Brain Connectivity Studies Open access

  160

  citations

18 results